Search Results for author: Steven Bottone

Found 6 papers, 0 papers with code

Narrative as a Dynamical System

no code implementations6 Sep 2023 Isidoros Doxas, James Meiss, Steven Bottone, Tom Strelich, Andrew Plummer, Adrienne Breland, Simon Dennis, Kathy Garvin-Doxas, Michael Klymkowsky

There is increasing evidence that human activity in general, and narrative in particular, can be treated as a dynamical system in the physics sense; a system whose evolution is described by an action integral, such that the average of all possible paths from point A to point B is given by the extremum of the action.

Interference Cancellation GAN Framework for Dynamic Channels

no code implementations17 Aug 2022 Hung T. Nguyen, Steven Bottone, Kwang Taik Kim, Mung Chiang, H. Vincent Poor

Symbol detection is a fundamental and challenging problem in modern communication systems, e. g., multiuser multiple-input multiple-output (MIMO) setting.

Adversarial Neural Networks for Error Correcting Codes

no code implementations21 Dec 2021 Hung T. Nguyen, Steven Bottone, Kwang Taik Kim, Mung Chiang, H. Vincent Poor

To demonstrate the performance of our framework, we combine it with the very recent neural decoders and show improved performance compared to the original models and traditional decoding algorithms on various codes.

A Complete Variational Tracker

no code implementations NeurIPS 2014 Ryan D. Turner, Steven Bottone, Bhargav Avasarala

We introduce a novel probabilistic tracking algorithm that incorporates combinatorial data association constraints and model-based track management using variational Bayes.

Management

Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking

no code implementations NeurIPS 2013 Ryan D. Turner, Steven Bottone, Clay J. Stanek

We develop variational approximations to the posterior on change point times (formulated as run lengths) for efficient inference when the underlying model is not in the exponential family, and does not have tractable posterior predictive distributions.

Change Point Detection Variational Inference

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